Codebook de Establecimientos Educativos Guatemala hasta nivel Diversificado

Dataset statistics

Number of variables	17
Number of observations	9331
Missing cells	1986
Missing cells (%)	1.3%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	11.1 MiB
Average record size in memory	1.2 KiB

Variable types

Text	8
Categorical	9

Variable descriptions

CODIGO	{'description': 'Código único del establecimiento educativo.', 'unit': None}
DISTRITO	{'description': 'Distrito en el que se encuentra el establecimiento educativo.', 'unit': None}
DEPARTAMENTO	{'description': 'Departamento al que pertenece el establecimiento educativo.', 'unit': None}
MUNICIPIO	{'description': 'Municipio en el que se encuentra el establecimiento educativo.', 'unit': None}
ESTABLECIMIENTO	{'description': 'Nombre del establecimiento educativo.', 'unit': None}
DIRECCION	{'description': 'Dirección física del establecimiento educativo.', 'unit': None}
TELEFONO	{'description': 'Número de teléfono del establecimiento educativo.', 'unit': None}
SUPERVISOR	{'description': 'Nombre del supervisor del establecimiento educativo.', 'unit': None}
DIRECTOR	{'description': 'Nombre del director del establecimiento educativo.', 'unit': None}
NIVEL	{'description': 'Nivel educativo ofrecido por el establecimiento (ej. Preprimaria, Primaria, Secundaria, Diversificado).', 'unit': None}
SECTOR	{'description': 'Sector del establecimiento educativo (ej. Público, Privado).', 'unit': None}
AREA	{'description': 'Área en la que se encuentra el establecimiento educativo (ej. Urbana, Rural).', 'unit': None}
STATUS	{'description': 'Estado actual del establecimiento educativo (ej. Activo, Cerrado).', 'unit': None}
MODALIDAD	{'description': 'Modalidad educativa ofrecida (ej. Regular, Nocturno).', 'unit': None}
JORNADA	{'description': 'Jornada del establecimiento educativo (ej. Diurna, Vespertina).', 'unit': None}
PLAN	{'description': 'Plan educativo del establecimiento (ej. Nacional, Internacional).', 'unit': None}
DEPARTAMENTAL	{'description': 'Código o descripción del departamento al que se reporta el establecimiento.', 'unit': None}

Alerts

`NIVEL` has constant value "DIVERSIFICADO"	Constant
`DEPARTAMENTAL` is highly overall correlated with `DEPARTAMENTO`	High correlation
`DEPARTAMENTO` is highly overall correlated with `DEPARTAMENTAL`	High correlation
`JORNADA` is highly overall correlated with `PLAN`	High correlation
`PLAN` is highly overall correlated with `JORNADA`	High correlation
`SECTOR` is highly imbalanced (61.6%)	Imbalance
`AREA` is highly imbalanced (56.2%)	Imbalance
`STATUS` is highly imbalanced (51.8%)	Imbalance
`MODALIDAD` is highly imbalanced (79.9%)	Imbalance
`PLAN` is highly imbalanced (55.4%)	Imbalance
`DISTRITO` has 208 (2.2%) missing values	Missing
`TELEFONO` has 611 (6.5%) missing values	Missing
`SUPERVISOR` has 209 (2.2%) missing values	Missing
`DIRECTOR` has 897 (9.6%) missing values	Missing
`CODIGO` has unique values	Unique

Reproduction

Analysis started	2024-08-12 20:25:52.878300
Analysis finished	2024-08-12 20:25:53.964311
Duration	1.09 second
Software version	ydata-profiling vv4.9.0
Download configuration	config.json

CODIGO
Text

UNIQUE

{'description': 'Código único del establecimiento educativo.', 'unit': None}

Distinct	9331
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	638.0 KiB

Length

Max length	13
Median length	13
Mean length	13
Min length	13

Characters and Unicode

Total characters	121303
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	9331 ?
Unique (%)	100.0%

Sample

1st row	16-01-0138-46
2nd row	16-01-0139-46
3rd row	16-01-0140-46
4th row	16-01-0141-46
5th row	16-01-0142-46

Value	Count	Frequency (%)
16-01-0138-46	1	< 0.1%
16-01-1176-46	1	< 0.1%
16-01-0559-46	1	< 0.1%
16-01-0150-46	1	< 0.1%
16-01-0140-46	1	< 0.1%
16-01-0141-46	1	< 0.1%
16-01-0142-46	1	< 0.1%
16-01-0143-46	1	< 0.1%
16-01-0145-46	1	< 0.1%
16-01-0147-46	1	< 0.1%
Other values (9321)	9321	99.9%

Most occurring characters

Value	Count	Frequency (%)
-	27993	23.1%
0	26140	21.5%
1	14943	12.3%
4	13300	11.0%
6	12742	10.5%
2	6579	5.4%
3	4685	3.9%
5	4067	3.4%
7	3722	3.1%
8	3698	3.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	93310	76.9%
Dash Punctuation	27993	23.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	26140	28.0%
1	14943	16.0%
4	13300	14.3%
6	12742	13.7%
2	6579	7.1%
3	4685	5.0%
5	4067	4.4%
7	3722	4.0%
8	3698	4.0%
9	3434	3.7%

Dash Punctuation

Value	Count	Frequency (%)
-	27993	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	121303	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
-	27993	23.1%
0	26140	21.5%
1	14943	12.3%
4	13300	11.0%
6	12742	10.5%
2	6579	5.4%
3	4685	3.9%
5	4067	3.4%
7	3722	3.1%
8	3698	3.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	121303	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
-	27993	23.1%
0	26140	21.5%
1	14943	12.3%
4	13300	11.0%
6	12742	10.5%
2	6579	5.4%
3	4685	3.9%
5	4067	3.4%
7	3722	3.1%
8	3698	3.0%

DISTRITO
Text

MISSING

{'description': 'Distrito en el que se encuentra el establecimiento educativo.', 'unit': None}

Distinct	690
Distinct (%)	7.6%
Missing	208
Missing (%)	2.2%
Memory size	567.8 KiB

Length

Max length	6
Median length	6
Mean length	5.9894771
Min length	3

Characters and Unicode

Total characters	54642
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	87 ?
Unique (%)	1.0%

Sample

1st row	16-031
2nd row	16-031
3rd row	16-031
4th row	16-005
5th row	16-005

Value	Count	Frequency (%)
01-403	268	2.9%
11-017	176	1.9%
05-033	167	1.8%
01-411	167	1.8%
18-008	130	1.4%
05-007	104	1.1%
01-641	103	1.1%
18-039	102	1.1%
10-019	95	1.0%
03-002	95	1.0%
Other values (680)	7716	84.6%

Most occurring characters

Value	Count	Frequency (%)
0	15825	29.0%
1	10914	20.0%
-	9123	16.7%
2	4175	7.6%
3	3570	6.5%
4	2597	4.8%
6	2144	3.9%
5	1772	3.2%
7	1671	3.1%
9	1571	2.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	45519	83.3%
Dash Punctuation	9123	16.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	15825	34.8%
1	10914	24.0%
2	4175	9.2%
3	3570	7.8%
4	2597	5.7%
6	2144	4.7%
5	1772	3.9%
7	1671	3.7%
9	1571	3.5%
8	1280	2.8%

Dash Punctuation

Value	Count	Frequency (%)
-	9123	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	54642	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	15825	29.0%
1	10914	20.0%
-	9123	16.7%
2	4175	7.6%
3	3570	6.5%
4	2597	4.8%
6	2144	3.9%
5	1772	3.2%
7	1671	3.1%
9	1571	2.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	54642	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	15825	29.0%
1	10914	20.0%
-	9123	16.7%
2	4175	7.6%
3	3570	6.5%
4	2597	4.8%
6	2144	3.9%
5	1772	3.2%
7	1671	3.1%
9	1571	2.9%

DEPARTAMENTO
Categorical

HIGH CORRELATION

{'description': 'Departamento al que pertenece el establecimiento educativo.', 'unit': None}

Distinct	23
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	615.5 KiB

CIUDAD CAPITAL	1564
GUATEMALA	1479
ESCUINTLA	628
SAN MARCOS	574
HUEHUETENANGO	516
Other values (18)	4570

Length

Max length	14
Median length	12
Mean length	10.534348
Min length	5

Characters and Unicode

Total characters	98296
Distinct characters	22
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	ALTA VERAPAZ
2nd row	ALTA VERAPAZ
3rd row	ALTA VERAPAZ
4th row	ALTA VERAPAZ
5th row	ALTA VERAPAZ

Common Values

Value	Count	Frequency (%)
CIUDAD CAPITAL	1564	16.8%
GUATEMALA	1479	15.9%
ESCUINTLA	628	6.7%
SAN MARCOS	574	6.2%
HUEHUETENANGO	516	5.5%
QUETZALTENANGO	491	5.3%
SUCHITEPEQUEZ	385	4.1%
ALTA VERAPAZ	374	4.0%
IZABAL	368	3.9%
PETEN	366	3.9%
Other values (13)	2586	27.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
ciudad	1564	12.8%
capital	1564	12.8%
guatemala	1479	12.1%
escuintla	628	5.1%
san	574	4.7%
marcos	574	4.7%
huehuetenango	516	4.2%
quetzaltenango	491	4.0%
verapaz	488	4.0%
suchitepequez	385	3.1%
Other values (18)	3976	32.5%

Most occurring characters

Value	Count	Frequency (%)
A	19074	19.4%
E	9454	9.6%
T	7935	8.1%
U	7809	7.9%
L	6617	6.7%
C	5990	6.1%
I	5852	6.0%
N	4637	4.7%
P	3891	4.0%
D	3128	3.2%
Other values (12)	23909	24.3%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	95388	97.0%
Space Separator	2908	3.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	19074	20.0%
E	9454	9.9%
T	7935	8.3%
U	7809	8.2%
L	6617	6.9%
C	5990	6.3%
I	5852	6.1%
N	4637	4.9%
P	3891	4.1%
D	3128	3.3%
Other values (11)	21001	22.0%

Space Separator

Value	Count	Frequency (%)
	2908	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	95388	97.0%
Common	2908	3.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	19074	20.0%
E	9454	9.9%
T	7935	8.3%
U	7809	8.2%
L	6617	6.9%
C	5990	6.3%
I	5852	6.1%
N	4637	4.9%
P	3891	4.1%
D	3128	3.3%
Other values (11)	21001	22.0%

Common

Value	Count	Frequency (%)
	2908	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	98296	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	19074	19.4%
E	9454	9.6%
T	7935	8.1%
U	7809	7.9%
L	6617	6.7%
C	5990	6.1%
I	5852	6.0%
N	4637	4.7%
P	3891	4.0%
D	3128	3.2%
Other values (12)	23909	24.3%

MUNICIPIO
Text

{'description': 'Municipio en el que se encuentra el establecimiento educativo.', 'unit': None}

Distinct	328
Distinct (%)	3.5%
Missing	0
Missing (%)	0.0%
Memory size	620.6 KiB

Length

Max length	27
Median length	24
Mean length	11.096881
Min length	4

Characters and Unicode

Total characters	103545
Distinct characters	25
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	14 ?
Unique (%)	0.2%

Sample

1st row	COBAN
2nd row	COBAN
3rd row	COBAN
4th row	COBAN
5th row	COBAN

Value	Count	Frequency (%)
guatemala	1701	12.0%
san	1300	9.2%
villa	466	3.3%
nueva	436	3.1%
mixco	430	3.0%
santa	395	2.8%
la	317	2.2%
quetzaltenango	248	1.7%
sacatepequez	226	1.6%
retalhuleu	185	1.3%
Other values (329)	8502	59.8%

Most occurring characters

Value	Count	Frequency (%)
A	21019	20.3%
E	8428	8.1%
N	7461	7.2%
T	7397	7.1%
L	7277	7.0%
U	6695	6.5%
O	5146	5.0%
	4875	4.7%
S	4809	4.6%
I	4806	4.6%
Other values (15)	25632	24.8%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	98670	95.3%
Space Separator	4875	4.7%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	21019	21.3%
E	8428	8.5%
N	7461	7.6%
T	7397	7.5%
L	7277	7.4%
U	6695	6.8%
O	5146	5.2%
S	4809	4.9%
I	4806	4.9%
C	4648	4.7%
Other values (14)	20984	21.3%

Space Separator

Value	Count	Frequency (%)
	4875	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	98670	95.3%
Common	4875	4.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	21019	21.3%
E	8428	8.5%
N	7461	7.6%
T	7397	7.5%
L	7277	7.4%
U	6695	6.8%
O	5146	5.2%
S	4809	4.9%
I	4806	4.9%
C	4648	4.7%
Other values (14)	20984	21.3%

Common

Value	Count	Frequency (%)
	4875	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	103545	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	21019	20.3%
E	8428	8.1%
N	7461	7.2%
T	7397	7.1%
L	7277	7.0%
U	6695	6.5%
O	5146	5.0%
	4875	4.7%
S	4809	4.6%
I	4806	4.6%
Other values (15)	25632	24.8%

ESTABLECIMIENTO
Text

{'description': 'Nombre del establecimiento educativo.', 'unit': None}

Distinct	4473
Distinct (%)	47.9%
Missing	0
Missing (%)	0.0%
Memory size	881.7 KiB

Length

Max length	125
Median length	103
Mean length	39.748687
Min length	3

Characters and Unicode

Total characters	370895
Distinct characters	47
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2642 ?
Unique (%)	28.3%

Sample

1st row	COLEGIO COBAN
2nd row	COLEGIO PARTICULAR MIXTO VERAPAZ
3rd row	COLEGIO LA INMACULADA
4th row	ESCUELA NACIONAL DE CIENCIAS COMERCIALES
5th row	INSTITUTO NORMAL MIXTO DEL NORTE EMILIO ROSALES PONCE

Value	Count	Frequency (%)
de	3797	7.7%
colegio	3603	7.3%
mixto	2814	5.7%
instituto	2660	5.4%
liceo	1724	3.5%
educacion	1482	3.0%
privado	1430	2.9%
centro	1220	2.5%
diversificada	860	1.8%
educativo	803	1.6%
Other values (3110)	28631	58.4%

Most occurring characters

Value	Count	Frequency (%)
	39757	10.7%
I	39539	10.7%
O	37072	10.0%
E	33161	8.9%
A	31789	8.6%
C	26183	7.1%
T	23388	6.3%
N	21588	5.8%
L	17660	4.8%
R	17123	4.6%
Other values (37)	83635	22.5%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	328496	88.6%
Space Separator	39757	10.7%
Other Punctuation	972	0.3%
Dash Punctuation	877	0.2%
Decimal Number	379	0.1%
Open Punctuation	206	0.1%
Close Punctuation	205	0.1%
Modifier Symbol	3	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
I	39539	12.0%
O	37072	11.3%
E	33161	10.1%
A	31789	9.7%
C	26183	8.0%
T	23388	7.1%
N	21588	6.6%
L	17660	5.4%
R	17123	5.2%
D	14084	4.3%
Other values (16)	66909	20.4%

Decimal Number

Value	Count	Frequency (%)
2	131	34.6%
0	72	19.0%
1	59	15.6%
3	37	9.8%
4	22	5.8%
7	20	5.3%
6	12	3.2%
8	10	2.6%
5	9	2.4%
9	7	1.8%

Other Punctuation

Value	Count	Frequency (%)
.	836	86.0%
,	115	11.8%
&	9	0.9%
/	9	0.9%
%	2	0.2%
#	1	0.1%

Space Separator

Value	Count	Frequency (%)
	39757	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	877	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	206	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	205	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	328496	88.6%
Common	42399	11.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
I	39539	12.0%
O	37072	11.3%
E	33161	10.1%
A	31789	9.7%
C	26183	8.0%
T	23388	7.1%
N	21588	6.6%
L	17660	5.4%
R	17123	5.2%
D	14084	4.3%
Other values (16)	66909	20.4%

Common

Value	Count	Frequency (%)
	39757	93.8%
-	877	2.1%
.	836	2.0%
(	206	0.5%
)	205	0.5%
2	131	0.3%
,	115	0.3%
0	72	0.2%
1	59	0.1%
3	37	0.1%
Other values (11)	104	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	370895	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	39757	10.7%
I	39539	10.7%
O	37072	10.0%
E	33161	8.9%
A	31789	8.6%
C	26183	7.1%
T	23388	6.3%
N	21588	5.8%
L	17660	4.8%
R	17123	4.6%
Other values (37)	83635	22.5%

DIRECCION
Text

{'description': 'Dirección física del establecimiento educativo.', 'unit': None}

Distinct	5517
Distinct (%)	59.5%
Missing	61
Missing (%)	0.7%
Memory size	764.3 KiB

Length

Max length	121
Median length	91
Mean length	27.202913
Min length	3

Characters and Unicode

Total characters	252171
Distinct characters	39
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3816 ?
Unique (%)	41.2%

Sample

1st row	KM2 SALIDA A SAN JUAN CHAMELCO ZONA 8
2nd row	KM 2095 ENTRADA A LA CIUDAD
3rd row	7A AVENIDA 11109 ZONA 6
4th row	2A CALLE 1110 ZONA 2
5th row	3A AVE 623 ZONA 11

Value	Count	Frequency (%)
zona	4153	8.4%
calle	2926	5.9%
avenida	2280	4.6%
1	1812	3.6%
barrio	1128	2.3%
aldea	1113	2.2%
colonia	1110	2.2%
el	958	1.9%
san	918	1.8%
2	702	1.4%
Other values (3505)	32618	65.6%

Most occurring characters

Value	Count	Frequency (%)
	40481	16.1%
A	38758	15.4%
E	17117	6.8%
L	16564	6.6%
N	16007	6.3%
O	15866	6.3%
I	12172	4.8%
C	10695	4.2%
R	9497	3.8%
1	7036	2.8%
Other values (29)	67978	27.0%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	180801	71.7%
Space Separator	40481	16.1%
Decimal Number	30865	12.2%
Lowercase Letter	24	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	38758	21.4%
E	17117	9.5%
L	16564	9.2%
N	16007	8.9%
O	15866	8.8%
I	12172	6.7%
C	10695	5.9%
R	9497	5.3%
D	6502	3.6%
T	5909	3.3%
Other values (16)	31714	17.5%

Decimal Number

Value	Count	Frequency (%)
1	7036	22.8%
2	4337	14.1%
3	3696	12.0%
4	3144	10.2%
5	2917	9.5%
0	2514	8.1%
6	2195	7.1%
7	1897	6.1%
8	1581	5.1%
9	1548	5.0%

Lowercase Letter

Value	Count	Frequency (%)
a	21	87.5%
o	3	12.5%

Space Separator

Value	Count	Frequency (%)
	40481	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	180825	71.7%
Common	71346	28.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	38758	21.4%
E	17117	9.5%
L	16564	9.2%
N	16007	8.9%
O	15866	8.8%
I	12172	6.7%
C	10695	5.9%
R	9497	5.3%
D	6502	3.6%
T	5909	3.3%
Other values (18)	31738	17.6%

Common

Value	Count	Frequency (%)
	40481	56.7%
1	7036	9.9%
2	4337	6.1%
3	3696	5.2%
4	3144	4.4%
5	2917	4.1%
0	2514	3.5%
6	2195	3.1%
7	1897	2.7%
8	1581	2.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	252171	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	40481	16.1%
A	38758	15.4%
E	17117	6.8%
L	16564	6.6%
N	16007	6.3%
O	15866	6.3%
I	12172	4.8%
C	10695	4.2%
R	9497	3.8%
1	7036	2.8%
Other values (29)	67978	27.0%

TELEFONO
Text

MISSING

{'description': 'Número de teléfono del establecimiento educativo.', 'unit': None}

Distinct	5369
Distinct (%)	61.6%
Missing	611
Missing (%)	6.5%
Memory size	575.7 KiB

Length

Max length	26
Median length	8
Mean length	8.3480505
Min length	3

Characters and Unicode

Total characters	72795
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3643 ?
Unique (%)	41.8%

Sample

1st row	77945104
2nd row	77367402
3rd row	78232301
4th row	79514215
5th row	79521468

Value	Count	Frequency (%)
22067425	21	0.2%
79480009	14	0.2%
77602663	13	0.1%
22093200	12	0.1%
77746400	11	0.1%
45353648	11	0.1%
59304894	11	0.1%
22322912	10	0.1%
78899679	10	0.1%
24637777	10	0.1%
Other values (5405)	8705	98.6%

Most occurring characters

Value	Count	Frequency (%)
7	8999	12.4%
2	8505	11.7%
4	7891	10.8%
5	7660	10.5%
0	7479	10.3%
3	7101	9.8%
8	6286	8.6%
6	6166	8.5%
1	5924	8.1%
9	5632	7.7%
Other values (2)	1152	1.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	71643	98.4%
Other Punctuation	1044	1.4%
Space Separator	108	0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
7	8999	12.6%
2	8505	11.9%
4	7891	11.0%
5	7660	10.7%
0	7479	10.4%
3	7101	9.9%
8	6286	8.8%
6	6166	8.6%
1	5924	8.3%
9	5632	7.9%

Other Punctuation

Value	Count	Frequency (%)
.	1044	100.0%

Space Separator

Value	Count	Frequency (%)
	108	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	72795	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
7	8999	12.4%
2	8505	11.7%
4	7891	10.8%
5	7660	10.5%
0	7479	10.3%
3	7101	9.8%
8	6286	8.6%
6	6166	8.5%
1	5924	8.1%
9	5632	7.7%
Other values (2)	1152	1.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	72795	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
7	8999	12.4%
2	8505	11.7%
4	7891	10.8%
5	7660	10.5%
0	7479	10.3%
3	7101	9.8%
8	6286	8.6%
6	6166	8.5%
1	5924	8.1%
9	5632	7.7%
Other values (2)	1152	1.6%

SUPERVISOR
Text

MISSING

{'description': 'Nombre del supervisor del establecimiento educativo.', 'unit': None}

Distinct	658
Distinct (%)	7.2%
Missing	209
Missing (%)	2.2%
Memory size	813.9 KiB

Length

Max length	63
Median length	44
Mean length	28.894541
Min length	14

Characters and Unicode

Total characters	263576
Distinct characters	35
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	75 ?
Unique (%)	0.8%

Sample

1st row	MERCEDES JOSEFINA TORRES GALVEZ
2nd row	MERCEDES JOSEFINA TORRES GALVEZ
3rd row	MERCEDES JOSEFINA TORRES GALVEZ
4th row	RUDY ADOLFO TOT OCH
5th row	RUDY ADOLFO TOT OCH

Value	Count	Frequency (%)
de	2167	5.5%
martinez	604	1.5%
lopez	567	1.4%
leon	549	1.4%
juan	544	1.4%
gonzalez	511	1.3%
carlos	443	1.1%
morales	408	1.0%
perez	398	1.0%
humberto	388	1.0%
Other values (1213)	32556	83.2%

Most occurring characters

Value	Count	Frequency (%)
A	32945	12.5%
	30013	11.4%
E	25176	9.6%
R	20656	7.8%
O	20352	7.7%
I	16909	6.4%
L	16653	6.3%
N	15039	5.7%
S	10993	4.2%
D	8966	3.4%
Other values (25)	65874	25.0%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	233433	88.6%
Space Separator	30013	11.4%
Dash Punctuation	124	< 0.1%
Other Punctuation	6	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	32945	14.1%
E	25176	10.8%
R	20656	8.8%
O	20352	8.7%
I	16909	7.2%
L	16653	7.1%
N	15039	6.4%
S	10993	4.7%
D	8966	3.8%
C	8652	3.7%
Other values (22)	57092	24.5%

Space Separator

Value	Count	Frequency (%)
	30013	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	124	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	6	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	233433	88.6%
Common	30143	11.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	32945	14.1%
E	25176	10.8%
R	20656	8.8%
O	20352	8.7%
I	16909	7.2%
L	16653	7.1%
N	15039	6.4%
S	10993	4.7%
D	8966	3.8%
C	8652	3.7%
Other values (22)	57092	24.5%

Common

Value	Count	Frequency (%)
	30013	99.6%
-	124	0.4%
.	6	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	262583	99.6%
None	993	0.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	32945	12.5%
	30013	11.4%
E	25176	9.6%
R	20656	7.9%
O	20352	7.8%
I	16909	6.4%
L	16653	6.3%
N	15039	5.7%
S	10993	4.2%
D	8966	3.4%
Other values (19)	64881	24.7%

None

Value	Count	Frequency (%)
Ñ	354	35.6%
Ó	229	23.1%
É	156	15.7%
Á	122	12.3%
Í	104	10.5%
Ú	28	2.8%

DIRECTOR
Text

MISSING

{'description': 'Nombre del director del establecimiento educativo.', 'unit': None}

Distinct	4677
Distinct (%)	55.5%
Missing	897
Missing (%)	9.6%
Memory size	945.4 KiB

Length

Max length	51
Median length	43
Mean length	26.814679
Min length	1

Characters and Unicode

Total characters	226155
Distinct characters	46
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2948 ?
Unique (%)	35.0%

Sample

1st row	GUSTAVO ADOLFO SIERRA POP
2nd row	GILMA DOLORES GUAY PAZ DE LEAL
3rd row	VIRGINIA SOLANO SERRANO
4th row	HÉCTOR ROLANDO CHUN POOU
5th row	VICTOR HUGO DOMÍNGUEZ REYES

Value	Count	Frequency (%)
de	544	1.7%
lópez	521	1.6%
morales	320	1.0%
hernández	265	0.8%
garcía	249	0.8%
maría	242	0.7%
pérez	234	0.7%
	215	0.7%
gonzález	215	0.7%
josé	184	0.6%
Other values (4021)	29924	90.9%

Most occurring characters

Value	Count	Frequency (%)
A	28642	12.7%
	24479	10.8%
E	19732	8.7%
R	18102	8.0%
O	15080	6.7%
L	14006	6.2%
I	13884	6.1%
N	12936	5.7%
S	9378	4.1%
D	7365	3.3%
Other values (36)	62551	27.7%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	200597	88.7%
Space Separator	24479	10.8%
Dash Punctuation	1026	0.5%
Other Punctuation	49	< 0.1%
Modifier Symbol	2	< 0.1%
Open Punctuation	1	< 0.1%
Close Punctuation	1	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	28642	14.3%
E	19732	9.8%
R	18102	9.0%
O	15080	7.5%
L	14006	7.0%
I	13884	6.9%
N	12936	6.4%
S	9378	4.7%
D	7365	3.7%
C	7172	3.6%
Other values (26)	54300	27.1%

Other Punctuation

Value	Count	Frequency (%)
.	45	91.8%
,	2	4.1%
/	1	2.0%
"	1	2.0%

Modifier Symbol

Value	Count	Frequency (%)
´	1	50.0%
`	1	50.0%

Space Separator

Value	Count	Frequency (%)
	24479	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1026	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	200597	88.7%
Common	25558	11.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	28642	14.3%
E	19732	9.8%
R	18102	9.0%
O	15080	7.5%
L	14006	7.0%
I	13884	6.9%
N	12936	6.4%
S	9378	4.7%
D	7365	3.7%
C	7172	3.6%
Other values (26)	54300	27.1%

Common

Value	Count	Frequency (%)
	24479	95.8%
-	1026	4.0%
.	45	0.2%
,	2	< 0.1%
´	1	< 0.1%
/	1	< 0.1%
(	1	< 0.1%
)	1	< 0.1%
`	1	< 0.1%
"	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	219906	97.2%
None	6249	2.8%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	28642	13.0%
	24479	11.1%
E	19732	9.0%
R	18102	8.2%
O	15080	6.9%
L	14006	6.4%
I	13884	6.3%
N	12936	5.9%
S	9378	4.3%
D	7365	3.3%
Other values (25)	56302	25.6%

None

Value	Count	Frequency (%)
Í	1631	26.1%
Á	1488	23.8%
Ó	1379	22.1%
É	1175	18.8%
Ñ	278	4.4%
Ú	259	4.1%
Ü	28	0.4%
È	5	0.1%
Ò	4	0.1%
Û	1	< 0.1%

NIVEL
Categorical

CONSTANT

{'description': 'Nivel educativo ofrecido por el establecimiento (ej. Preprimaria, Primaria, Secundaria, Diversificado).', 'unit': None}

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	638.0 KiB

DIVERSIFICADO	9331

Length

Max length	13
Median length	13
Mean length	13
Min length	13

Characters and Unicode

Total characters	121303
Distinct characters	10
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	DIVERSIFICADO
2nd row	DIVERSIFICADO
3rd row	DIVERSIFICADO
4th row	DIVERSIFICADO
5th row	DIVERSIFICADO

Common Values

Value	Count	Frequency (%)
DIVERSIFICADO	9331	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
diversificado	9331	100.0%

Most occurring characters

Value	Count	Frequency (%)
I	27993	23.1%
D	18662	15.4%
V	9331	7.7%
E	9331	7.7%
R	9331	7.7%
S	9331	7.7%
F	9331	7.7%
C	9331	7.7%
A	9331	7.7%
O	9331	7.7%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	121303	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
I	27993	23.1%
D	18662	15.4%
V	9331	7.7%
E	9331	7.7%
R	9331	7.7%
S	9331	7.7%
F	9331	7.7%
C	9331	7.7%
A	9331	7.7%
O	9331	7.7%

Most occurring scripts

Value	Count	Frequency (%)
Latin	121303	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
I	27993	23.1%
D	18662	15.4%
V	9331	7.7%
E	9331	7.7%
R	9331	7.7%
S	9331	7.7%
F	9331	7.7%
C	9331	7.7%
A	9331	7.7%
O	9331	7.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	121303	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
I	27993	23.1%
D	18662	15.4%
V	9331	7.7%
E	9331	7.7%
R	9331	7.7%
S	9331	7.7%
F	9331	7.7%
C	9331	7.7%
A	9331	7.7%
O	9331	7.7%

SECTOR
Categorical

IMBALANCE

{'description': 'Sector del establecimiento educativo (ej. Público, Privado).', 'unit': None}

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	584.5 KiB

PRIVADO	7955
OFICIAL	990
COOPERATIVA	245
MUNICIPAL	141

Length

Max length	11
Median length	7
Mean length	7.1352481
Min length	7

Characters and Unicode

Total characters	66579
Distinct characters	15
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	PRIVADO
2nd row	PRIVADO
3rd row	PRIVADO
4th row	OFICIAL
5th row	OFICIAL

Common Values

Value	Count	Frequency (%)
PRIVADO	7955	85.3%
OFICIAL	990	10.6%
COOPERATIVA	245	2.6%
MUNICIPAL	141	1.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
privado	7955	85.3%
oficial	990	10.6%
cooperativa	245	2.6%
municipal	141	1.5%

Most occurring characters

Value	Count	Frequency (%)
I	10462	15.7%
A	9576	14.4%
O	9435	14.2%
P	8341	12.5%
R	8200	12.3%
V	8200	12.3%
D	7955	11.9%
C	1376	2.1%
L	1131	1.7%
F	990	1.5%
Other values (5)	913	1.4%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	66579	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
I	10462	15.7%
A	9576	14.4%
O	9435	14.2%
P	8341	12.5%
R	8200	12.3%
V	8200	12.3%
D	7955	11.9%
C	1376	2.1%
L	1131	1.7%
F	990	1.5%
Other values (5)	913	1.4%

Most occurring scripts

Value	Count	Frequency (%)
Latin	66579	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
I	10462	15.7%
A	9576	14.4%
O	9435	14.2%
P	8341	12.5%
R	8200	12.3%
V	8200	12.3%
D	7955	11.9%
C	1376	2.1%
L	1131	1.7%
F	990	1.5%
Other values (5)	913	1.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	66579	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
I	10462	15.7%
A	9576	14.4%
O	9435	14.2%
P	8341	12.5%
R	8200	12.3%
V	8200	12.3%
D	7955	11.9%
C	1376	2.1%
L	1131	1.7%
F	990	1.5%
Other values (5)	913	1.4%

AREA
Categorical

IMBALANCE

{'description': 'Área en la que se encuentra el establecimiento educativo (ej. Urbana, Rural).', 'unit': None}

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	572.5 KiB

URBANA	7603
RURAL	1726
SIN ESPECIFICAR	2

Length

Max length	15
Median length	6
Mean length	5.8169542
Min length	5

Characters and Unicode

Total characters	54278
Distinct characters	13
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	URBANA
2nd row	URBANA
3rd row	URBANA
4th row	URBANA
5th row	URBANA

Common Values

Value	Count	Frequency (%)
URBANA	7603	81.5%
RURAL	1726	18.5%
SIN ESPECIFICAR	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
urbana	7603	81.5%
rural	1726	18.5%
sin	2	< 0.1%
especificar	2	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
A	16934	31.2%
R	11057	20.4%
U	9329	17.2%
N	7605	14.0%
B	7603	14.0%
L	1726	3.2%
I	6	< 0.1%
S	4	< 0.1%
E	4	< 0.1%
C	4	< 0.1%
Other values (3)	6	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	54276	> 99.9%
Space Separator	2	< 0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	16934	31.2%
R	11057	20.4%
U	9329	17.2%
N	7605	14.0%
B	7603	14.0%
L	1726	3.2%
I	6	< 0.1%
S	4	< 0.1%
E	4	< 0.1%
C	4	< 0.1%
Other values (2)	4	< 0.1%

Space Separator

Value	Count	Frequency (%)
	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	54276	> 99.9%
Common	2	< 0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	16934	31.2%
R	11057	20.4%
U	9329	17.2%
N	7605	14.0%
B	7603	14.0%
L	1726	3.2%
I	6	< 0.1%
S	4	< 0.1%
E	4	< 0.1%
C	4	< 0.1%
Other values (2)	4	< 0.1%

Common

Value	Count	Frequency (%)
	2	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	54278	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	16934	31.2%
R	11057	20.4%
U	9329	17.2%
N	7605	14.0%
B	7603	14.0%
L	1726	3.2%
I	6	< 0.1%
S	4	< 0.1%
E	4	< 0.1%
C	4	< 0.1%
Other values (3)	6	< 0.1%

STATUS
Categorical

IMBALANCE

{'description': 'Estado actual del establecimiento educativo (ej. Activo, Cerrado).', 'unit': None}

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	620.8 KiB

ABIERTA	6544
CERRADA TEMPORALMENTE	2657
TEMPORAL TITULOS	127
TEMPORAL NOMBRAMIENTO	3

Length

Max length	21
Median length	7
Mean length	11.113493
Min length	7

Characters and Unicode

Total characters	103700
Distinct characters	16
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	ABIERTA
2nd row	ABIERTA
3rd row	ABIERTA
4th row	ABIERTA
5th row	ABIERTA

Common Values

Value	Count	Frequency (%)
ABIERTA	6544	70.1%
CERRADA TEMPORALMENTE	2657	28.5%
TEMPORAL TITULOS	127	1.4%
TEMPORAL NOMBRAMIENTO	3	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
abierta	6544	54.0%
cerrada	2657	21.9%
temporalmente	2657	21.9%
temporal	130	1.1%
titulos	127	1.0%
nombramiento	3	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
A	21192	20.4%
E	17305	16.7%
R	14648	14.1%
T	12245	11.8%
I	6674	6.4%
B	6547	6.3%
M	5450	5.3%
O	2920	2.8%
L	2914	2.8%
	2787	2.7%
Other values (6)	11018	10.6%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	100913	97.3%
Space Separator	2787	2.7%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	21192	21.0%
E	17305	17.1%
R	14648	14.5%
T	12245	12.1%
I	6674	6.6%
B	6547	6.5%
M	5450	5.4%
O	2920	2.9%
L	2914	2.9%
P	2787	2.8%
Other values (5)	8231	8.2%

Space Separator

Value	Count	Frequency (%)
	2787	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	100913	97.3%
Common	2787	2.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	21192	21.0%
E	17305	17.1%
R	14648	14.5%
T	12245	12.1%
I	6674	6.6%
B	6547	6.5%
M	5450	5.4%
O	2920	2.9%
L	2914	2.9%
P	2787	2.8%
Other values (5)	8231	8.2%

Common

Value	Count	Frequency (%)
	2787	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	103700	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	21192	20.4%
E	17305	16.7%
R	14648	14.1%
T	12245	11.8%
I	6674	6.4%
B	6547	6.3%
M	5450	5.3%
O	2920	2.8%
L	2914	2.8%
	2787	2.7%
Other values (6)	11018	10.6%

MODALIDAD
Categorical

IMBALANCE

{'description': 'Modalidad educativa ofrecida (ej. Regular, Nocturno).', 'unit': None}

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	610.1 KiB

MONOLINGUE	9039
BILINGUE	292

Length

Max length	10
Median length	10
Mean length	9.9374129
Min length	8

Characters and Unicode

Total characters	92726
Distinct characters	9
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	MONOLINGUE
2nd row	MONOLINGUE
3rd row	MONOLINGUE
4th row	MONOLINGUE
5th row	BILINGUE

Common Values

Value	Count	Frequency (%)
MONOLINGUE	9039	96.9%
BILINGUE	292	3.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
monolingue	9039	96.9%
bilingue	292	3.1%

Most occurring characters

Value	Count	Frequency (%)
N	18370	19.8%
O	18078	19.5%
I	9623	10.4%
L	9331	10.1%
G	9331	10.1%
U	9331	10.1%
E	9331	10.1%
M	9039	9.7%
B	292	0.3%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	92726	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
N	18370	19.8%
O	18078	19.5%
I	9623	10.4%
L	9331	10.1%
G	9331	10.1%
U	9331	10.1%
E	9331	10.1%
M	9039	9.7%
B	292	0.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	92726	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
N	18370	19.8%
O	18078	19.5%
I	9623	10.4%
L	9331	10.1%
G	9331	10.1%
U	9331	10.1%
E	9331	10.1%
M	9039	9.7%
B	292	0.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	92726	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
N	18370	19.8%
O	18078	19.5%
I	9623	10.4%
L	9331	10.1%
G	9331	10.1%
U	9331	10.1%
E	9331	10.1%
M	9039	9.7%
B	292	0.3%

JORNADA
Categorical

HIGH CORRELATION

{'description': 'Jornada del establecimiento educativo (ej. Diurna, Vespertina).', 'unit': None}

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	591.5 KiB

DOBLE	3039
VESPERTINA	2567
MATUTINA	2381
SIN JORNADA	964
NOCTURNA	289

Length

Max length	11
Median length	10
Mean length	7.9025828
Min length	5

Characters and Unicode

Total characters	73739
Distinct characters	18
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	MATUTINA
2nd row	MATUTINA
3rd row	MATUTINA
4th row	MATUTINA
5th row	VESPERTINA

Common Values

Value	Count	Frequency (%)
DOBLE	3039	32.6%
VESPERTINA	2567	27.5%
MATUTINA	2381	25.5%
SIN JORNADA	964	10.3%
NOCTURNA	289	3.1%
INTERMEDIA	91	1.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
doble	3039	29.5%
vespertina	2567	24.9%
matutina	2381	23.1%
sin	964	9.4%
jornada	964	9.4%
nocturna	289	2.8%
intermedia	91	0.9%

Most occurring characters

Value	Count	Frequency (%)
A	9637	13.1%
E	8355	11.3%
T	7709	10.5%
N	7545	10.2%
I	6094	8.3%
O	4292	5.8%
D	4094	5.6%
R	3911	5.3%
S	3531	4.8%
L	3039	4.1%
Other values (8)	15532	21.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	72775	98.7%
Space Separator	964	1.3%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	9637	13.2%
E	8355	11.5%
T	7709	10.6%
N	7545	10.4%
I	6094	8.4%
O	4292	5.9%
D	4094	5.6%
R	3911	5.4%
S	3531	4.9%
L	3039	4.2%
Other values (7)	14568	20.0%

Space Separator

Value	Count	Frequency (%)
	964	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	72775	98.7%
Common	964	1.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	9637	13.2%
E	8355	11.5%
T	7709	10.6%
N	7545	10.4%
I	6094	8.4%
O	4292	5.9%
D	4094	5.6%
R	3911	5.4%
S	3531	4.9%
L	3039	4.2%
Other values (7)	14568	20.0%

Common

Value	Count	Frequency (%)
	964	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	73739	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	9637	13.1%
E	8355	11.3%
T	7709	10.5%
N	7545	10.2%
I	6094	8.3%
O	4292	5.8%
D	4094	5.6%
R	3911	5.3%
S	3531	4.8%
L	3039	4.1%
Other values (8)	15532	21.1%

PLAN
Categorical

HIGH CORRELATION IMBALANCE

{'description': 'Plan educativo del establecimiento (ej. Nacional, Internacional).', 'unit': None}

Distinct	13
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	694.0 KiB

DIARIO(REGULAR)	5719
FIN DE SEMANA	2330
SEMIPRESENCIAL (FIN DE SEMANA)	481
SEMIPRESENCIAL (UN DÍA A LA SEMANA)	398
A DISTANCIA	143
Other values (8)	260

Length

Max length	37
Median length	15
Mean length	16.163862
Min length	5

Characters and Unicode

Total characters	150825
Distinct characters	23
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	DIARIO(REGULAR)
2nd row	DIARIO(REGULAR)
3rd row	DIARIO(REGULAR)
4th row	DIARIO(REGULAR)
5th row	DIARIO(REGULAR)

Common Values

Value	Count	Frequency (%)
DIARIO(REGULAR)	5719	61.3%
FIN DE SEMANA	2330	25.0%
SEMIPRESENCIAL (FIN DE SEMANA)	481	5.2%
SEMIPRESENCIAL (UN DÍA A LA SEMANA)	398	4.3%
A DISTANCIA	143	1.5%
SEMIPRESENCIAL	86	0.9%
SEMIPRESENCIAL (DOS DÍAS A LA SEMANA)	57	0.6%
VIRTUAL A DISTANCIA	50	0.5%
SABATINO	41	0.4%
DOMINICAL	19	0.2%
Other values (3)	7	0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
diario(regular	5719	31.9%
semana	3266	18.2%
fin	2811	15.7%
de	2811	15.7%
semipresencial	1022	5.7%
a	648	3.6%
la	455	2.5%
un	398	2.2%
día	398	2.2%
distancia	193	1.1%
Other values (8)	231	1.3%

Most occurring characters

Value	Count	Frequency (%)
A	21093	14.0%
R	18237	12.1%
I	16815	11.1%
E	14866	9.9%
D	9256	6.1%
	8621	5.7%
N	7752	5.1%
L	7269	4.8%
(	6655	4.4%
)	6655	4.4%
Other values (13)	33606	22.3%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	128894	85.5%
Space Separator	8621	5.7%
Open Punctuation	6655	4.4%
Close Punctuation	6655	4.4%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	21093	16.4%
R	18237	14.1%
I	16815	13.0%
E	14866	11.5%
D	9256	7.2%
N	7752	6.0%
L	7269	5.6%
U	6169	4.8%
O	5841	4.5%
G	5721	4.4%
Other values (10)	15875	12.3%

Space Separator

Value	Count	Frequency (%)
	8621	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	6655	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	6655	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	128894	85.5%
Common	21931	14.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	21093	16.4%
R	18237	14.1%
I	16815	13.0%
E	14866	11.5%
D	9256	7.2%
N	7752	6.0%
L	7269	5.6%
U	6169	4.8%
O	5841	4.5%
G	5721	4.4%
Other values (10)	15875	12.3%

Common

Value	Count	Frequency (%)
	8621	39.3%
(	6655	30.3%
)	6655	30.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	150370	99.7%
None	455	0.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	21093	14.0%
R	18237	12.1%
I	16815	11.2%
E	14866	9.9%
D	9256	6.2%
	8621	5.7%
N	7752	5.2%
L	7269	4.8%
(	6655	4.4%
)	6655	4.4%
Other values (12)	33151	22.0%

None

Value	Count	Frequency (%)
Í	455	100.0%

DEPARTAMENTAL
Categorical

HIGH CORRELATION

{'description': 'Código o descripción del departamento al que se reporta el establecimiento.', 'unit': None}

Distinct	26
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	628.1 KiB

GUATEMALA NORTE	1050
GUATEMALA SUR	833
GUATEMALA OCCIDENTE	787
ESCUINTLA	628
SAN MARCOS	574
Other values (21)	5459

Length

Max length	19
Median length	14
Mean length	11.918122
Min length	5

Characters and Unicode

Total characters	111208
Distinct characters	22
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	ALTA VERAPAZ
2nd row	ALTA VERAPAZ
3rd row	ALTA VERAPAZ
4th row	ALTA VERAPAZ
5th row	ALTA VERAPAZ

Common Values

Value	Count	Frequency (%)
GUATEMALA NORTE	1050	11.3%
GUATEMALA SUR	833	8.9%
GUATEMALA OCCIDENTE	787	8.4%
ESCUINTLA	628	6.7%
SAN MARCOS	574	6.2%
HUEHUETENANGO	516	5.5%
QUETZALTENANGO	491	5.3%
SUCHITEPEQUEZ	385	4.1%
ALTA VERAPAZ	374	4.0%
GUATEMALA ORIENTE	373	4.0%
Other values (16)	3320	35.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
guatemala	3043	22.1%
norte	1091	7.9%
sur	833	6.1%
occidente	787	5.7%
escuintla	628	4.6%
san	574	4.2%
marcos	574	4.2%
huehuetenango	516	3.8%
quetzaltenango	491	3.6%
verapaz	488	3.5%
Other values (20)	4734	34.4%

Most occurring characters

Value	Count	Frequency (%)
A	19074	17.2%
E	14429	13.0%
T	10186	9.2%
U	8642	7.8%
N	6888	6.2%
L	6617	6.0%
O	5054	4.5%
G	4534	4.1%
C	4436	4.0%
	4428	4.0%
Other values (12)	26920	24.2%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	106780	96.0%
Space Separator	4428	4.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	19074	17.9%
E	14429	13.5%
T	10186	9.5%
U	8642	8.1%
N	6888	6.5%
L	6617	6.2%
O	5054	4.7%
G	4534	4.2%
C	4436	4.2%
M	4146	3.9%
Other values (11)	22774	21.3%

Space Separator

Value	Count	Frequency (%)
	4428	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	106780	96.0%
Common	4428	4.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	19074	17.9%
E	14429	13.5%
T	10186	9.5%
U	8642	8.1%
N	6888	6.5%
L	6617	6.2%
O	5054	4.7%
G	4534	4.2%
C	4436	4.2%
M	4146	3.9%
Other values (11)	22774	21.3%

Common

Value	Count	Frequency (%)
	4428	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	111208	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	19074	17.2%
E	14429	13.0%
T	10186	9.2%
U	8642	7.8%
N	6888	6.2%
L	6617	6.0%
O	5054	4.5%
G	4534	4.1%
C	4436	4.0%
	4428	4.0%
Other values (12)	26920	24.2%

Auto

Heatmap
Table

	AREA	DEPARTAMENTAL	DEPARTAMENTO	JORNADA	MODALIDAD	PLAN	SECTOR	STATUS
AREA	1.000	0.213	0.222	0.088	0.128	0.073	0.149	0.038
DEPARTAMENTAL	0.213	1.000	0.984	0.135	0.299	0.123	0.166	0.136
DEPARTAMENTO	0.222	0.984	1.000	0.135	0.293	0.117	0.164	0.140
JORNADA	0.088	0.135	0.135	1.000	0.097	0.558	0.148	0.166
MODALIDAD	0.128	0.299	0.293	0.097	1.000	0.082	0.153	0.003
PLAN	0.073	0.123	0.117	0.558	0.082	1.000	0.143	0.153
SECTOR	0.149	0.166	0.164	0.148	0.153	0.143	1.000	0.084
STATUS	0.038	0.136	0.140	0.166	0.003	0.153	0.084	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	CODIGO	DISTRITO	DEPARTAMENTO	MUNICIPIO	ESTABLECIMIENTO	DIRECCION	TELEFONO	SUPERVISOR	DIRECTOR	NIVEL	SECTOR	AREA	STATUS	MODALIDAD	JORNADA	PLAN	DEPARTAMENTAL
0	16-01-0138-46	16-031	ALTA VERAPAZ	COBAN	COLEGIO COBAN	KM2 SALIDA A SAN JUAN CHAMELCO ZONA 8	77945104	MERCEDES JOSEFINA TORRES GALVEZ	GUSTAVO ADOLFO SIERRA POP	DIVERSIFICADO	PRIVADO	URBANA	ABIERTA	MONOLINGUE	MATUTINA	DIARIO(REGULAR)	ALTA VERAPAZ
1	16-01-0139-46	16-031	ALTA VERAPAZ	COBAN	COLEGIO PARTICULAR MIXTO VERAPAZ	KM 2095 ENTRADA A LA CIUDAD	77367402	MERCEDES JOSEFINA TORRES GALVEZ	GILMA DOLORES GUAY PAZ DE LEAL	DIVERSIFICADO	PRIVADO	URBANA	ABIERTA	MONOLINGUE	MATUTINA	DIARIO(REGULAR)	ALTA VERAPAZ
2	16-01-0140-46	16-031	ALTA VERAPAZ	COBAN	COLEGIO LA INMACULADA	7A AVENIDA 11109 ZONA 6	78232301	MERCEDES JOSEFINA TORRES GALVEZ	VIRGINIA SOLANO SERRANO	DIVERSIFICADO	PRIVADO	URBANA	ABIERTA	MONOLINGUE	MATUTINA	DIARIO(REGULAR)	ALTA VERAPAZ
3	16-01-0141-46	16-005	ALTA VERAPAZ	COBAN	ESCUELA NACIONAL DE CIENCIAS COMERCIALES	2A CALLE 1110 ZONA 2	79514215	RUDY ADOLFO TOT OCH	HÉCTOR ROLANDO CHUN POOU	DIVERSIFICADO	OFICIAL	URBANA	ABIERTA	MONOLINGUE	MATUTINA	DIARIO(REGULAR)	ALTA VERAPAZ
4	16-01-0142-46	16-005	ALTA VERAPAZ	COBAN	INSTITUTO NORMAL MIXTO DEL NORTE EMILIO ROSALES PONCE	3A AVE 623 ZONA 11	79521468	RUDY ADOLFO TOT OCH	VICTOR HUGO DOMÍNGUEZ REYES	DIVERSIFICADO	OFICIAL	URBANA	ABIERTA	BILINGUE	VESPERTINA	DIARIO(REGULAR)	ALTA VERAPAZ
5	16-01-0143-46	16-031	ALTA VERAPAZ	COBAN	COLEGIO PARTICULAR MIXTO IMPERIAL	5A CALLE 19 ZONA 3	57101061	MERCEDES JOSEFINA TORRES GALVEZ	HÉCTOR WALDEMAR TOT COY	DIVERSIFICADO	PRIVADO	URBANA	ABIERTA	MONOLINGUE	DOBLE	FIN DE SEMANA	ALTA VERAPAZ
6	16-01-0145-46	16-006	ALTA VERAPAZ	COBAN	INSTITUTO DE TURSMO Y AVIACON DEL NORTE I.T.A.N	3 AV 528 ZONA 4	54641454	EFRAIN CAAL CUC	LUIS FERNANDO SOTO	DIVERSIFICADO	PRIVADO	URBANA	CERRADA TEMPORALMENTE	MONOLINGUE	MATUTINA	DIARIO(REGULAR)	ALTA VERAPAZ
7	16-01-0147-46	16-031	ALTA VERAPAZ	COBAN	COLEGIO LA INMACULADA	7A CALLE 1109 ZONA 6 COBAN	49532425	MERCEDES JOSEFINA TORRES GALVEZ	ROSA MARÍA ZAMORA GONZÁLEZ	DIVERSIFICADO	PRIVADO	RURAL	CERRADA TEMPORALMENTE	MONOLINGUE	DOBLE	DIARIO(REGULAR)	ALTA VERAPAZ
8	16-01-0150-46	16-006	ALTA VERAPAZ	COBAN	INSTITUTO INTERCULTRUAL ALTAVERAPACENCESE -IIAV-	3A AVAENIDA 123 ZONA 4	NaN	EFRAIN CAAL CUC	GUILLERMO ESTUARDO VASQUEZ MORALES	DIVERSIFICADO	PRIVADO	URBANA	CERRADA TEMPORALMENTE	BILINGUE	DOBLE	FIN DE SEMANA	ALTA VERAPAZ
9	16-01-0155-46	16-031	ALTA VERAPAZ	COBAN	LICEO MODERNO LATINO	11 AVENIDA 517 ZONA 4	79522555	MERCEDES JOSEFINA TORRES GALVEZ	HÉCTOR ARMANDO TEYUL CHEN	DIVERSIFICADO	PRIVADO	URBANA	ABIERTA	MONOLINGUE	DOBLE	FIN DE SEMANA	ALTA VERAPAZ

	CODIGO	DISTRITO	DEPARTAMENTO	MUNICIPIO	ESTABLECIMIENTO	DIRECCION	TELEFONO	SUPERVISOR	DIRECTOR	NIVEL	SECTOR	AREA	STATUS	MODALIDAD	JORNADA	PLAN	DEPARTAMENTAL
9321	19-08-0011-46	19-013	ZACAPA	SAN DIEGO	INSTITUTO NACIONAL DE EDUCACION DIVERSIFICADA	BARRIO EL CENTRO	47050196.0	KEVIN ALEXIS GARCIA MARTINEZ	VIVIAN ILIANA MIRANDA DIAZ	DIVERSIFICADO	OFICIAL	URBANA	ABIERTA	MONOLINGUE	NOCTURNA	DIARIO(REGULAR)	ZACAPA
9322	19-08-0890-46	19-013	ZACAPA	SAN DIEGO	INSTITUTO DIVERSIFICADO POR COOPERATIVA PROF. CARLOS ROBERTO DONIS OSORIO	BARRIO EL CENTRO	40622686.0	KEVIN ALEXIS GARCIA MARTINEZ	LEONEL AUGUSTO LEMUS MOSCOSO	DIVERSIFICADO	COOPERATIVA	URBANA	ABIERTA	MONOLINGUE	VESPERTINA	DIARIO(REGULAR)	ZACAPA
9323	19-09-0008-46	19-021	ZACAPA	LA UNION	INSTITUTO NACIONAL DE EDUCACION DIVERSIFICADA, INED	BARRIO NUEVO	46390005.0	ASBEL IVAN SUCHITE ARROYO	GUSTAVO LEIVA MORALES	DIVERSIFICADO	OFICIAL	URBANA	ABIERTA	MONOLINGUE	VESPERTINA	DIARIO(REGULAR)	ZACAPA
9324	19-09-0034-46	19-021	ZACAPA	LA UNION	LICEO PARTICULAR MIXTO JIREH	BARRIO NUEVO	79418369.0	ASBEL IVAN SUCHITE ARROYO	ANA MARÍA CUELLAR GUERRA	DIVERSIFICADO	PRIVADO	URBANA	ABIERTA	MONOLINGUE	DOBLE	FIN DE SEMANA	ZACAPA
9325	19-09-0037-46	19-021	ZACAPA	LA UNION	LICEO PARTICULAR MIXTO JIREH	BARRIO NUEVO	79418369.0	ASBEL IVAN SUCHITE ARROYO	ANA MARÍA CUELLAR GUERRA	DIVERSIFICADO	PRIVADO	URBANA	ABIERTA	MONOLINGUE	DOBLE	DIARIO(REGULAR)	ZACAPA
9326	19-09-0040-46	19-021	ZACAPA	LA UNION	LICEO PARTICULAR MIXTO JIREH	BARRIO NUEVO	79418369.0	ASBEL IVAN SUCHITE ARROYO	ANA MARÍA CUELLAR GUERRA	DIVERSIFICADO	PRIVADO	URBANA	ABIERTA	MONOLINGUE	MATUTINA	DIARIO(REGULAR)	ZACAPA
9327	19-09-0048-46	19-021	ZACAPA	LA UNION	LICEO PARTICULAR MIXTO JIREH	BARRIO NUEVO	79418369.0	ASBEL IVAN SUCHITE ARROYO	ANA MARÍA CUELLAR GUERRA	DIVERSIFICADO	PRIVADO	URBANA	ABIERTA	MONOLINGUE	SIN JORNADA	SEMIPRESENCIAL (UN DÍA A LA SEMANA)	ZACAPA
9328	19-10-0013-46	19-015	ZACAPA	HUITE	INSTITUTO DIVERSIFICADO	BARRIO BUENOS AIRES	47097386.0	SILDY MARIELA PEREZ FRANCO	MARLON JOSUÉ ARCHILA LORENZO	DIVERSIFICADO	OFICIAL	URBANA	ABIERTA	MONOLINGUE	NOCTURNA	DIARIO(REGULAR)	ZACAPA
9329	19-10-1009-46	19-015	ZACAPA	HUITE	INSTITUTO MIXTO DE EDUCACION DIVERSIFICADA POR COOPERATIVA DE ENSENANZA	BARRIO EL CAMPO	55958103.0	SILDY MARIELA PEREZ FRANCO	ROBIDIO PORTILLO SALGUERO	DIVERSIFICADO	COOPERATIVA	URBANA	ABIERTA	MONOLINGUE	VESPERTINA	DIARIO(REGULAR)	ZACAPA
9330	19-11-0018-46	19-020	ZACAPA	SAN JORGE	INSTITUTO MIXTO DE EDUCACION DIVERSIFICADA POR COOPERATIVA	BARRIO EL CENTRO	41447589.0	ALBA LUZ MENDEZ	VICTOR HUGO GUERRA MONROY	DIVERSIFICADO	COOPERATIVA	URBANA	ABIERTA	MONOLINGUE	MATUTINA	DIARIO(REGULAR)	ZACAPA

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Decimal Number

Other Punctuation

Space Separator

Dash Punctuation

Open Punctuation

Close Punctuation

Modifier Symbol

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Decimal Number

Lowercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks